Accelerating Natural Gradient Descent for PINNs with Randomized Numerical Linear Algebra

Ivan Bioli, Carlo Marcati, Giancarlo Sangalli

Natural Gradient Descent (NGD) has emerged as a promising optimization algorithm for training neural network-based solvers for partial differential equations (PDEs), such as Physic…